Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Weiran Huang

Can Pretext-Based Self-Supervised Learning Be Boosted by Downstream Data? A Theoretical Analysis


Mar 05, 2021
Jiaye Teng, Weiran Huang


  Access Paper or Ask Questions

Should Graph Convolution Trust Neighbors? A Simple Causal Inference Method


Oct 22, 2020
Fuli Feng, Weiran Huang, Xin Xin, Xiangnan He, Tat-Seng Chua


  Access Paper or Ask Questions

New Interpretations of Normalization Methods in Deep Learning


Jun 16, 2020
Jiacheng Sun, Xiangyong Cao, Hanwen Liang, Weiran Huang, Zewei Chen, Zhenguo Li

* Accepted by AAAI 2020 

  Access Paper or Ask Questions

Locally Differentially Private (Contextual) Bandits Learning


Jun 01, 2020
Kai Zheng, Tianle Cai, Weiran Huang, Zhenguo Li, Liwei Wang

* 19 pages 

  Access Paper or Ask Questions

Boosting Few-Shot Learning With Adaptive Margin Loss


May 28, 2020
Aoxue Li, Weiran Huang, Xu Lan, Jiashi Feng, Zhenguo Li, Liwei Wang

* Accepted by CVPR 2020 

  Access Paper or Ask Questions

Meta-Learning PAC-Bayes Priors in Model Averaging


Dec 25, 2019
Yimin Huang, Weiran Huang, Liang Li, Zhenguo Li

* Accepted by AAAI 2020 

  Access Paper or Ask Questions

GraphAIR: Graph Representation Learning with Neighborhood Aggregation and Interaction


Nov 14, 2019
Fenyu Hu, Yanqiao Zhu, Shu Wu, Weiran Huang, Liang Wang, Tieniu Tan

* 8 pages, in submission to IEEE Transactions on Knowledge and Data Engineering 

  Access Paper or Ask Questions

DARTS+: Improved Differentiable Architecture Search with Early Stopping


Sep 13, 2019
Hanwen Liang, Shifeng Zhang, Jiacheng Sun, Xingqiu He, Weiran Huang, Kechen Zhuang, Zhenguo Li


  Access Paper or Ask Questions

Few-Shot Learning with Global Class Representations


Aug 14, 2019
Tiange Luo, Aoxue Li, Tao Xiang, Weiran Huang, Liwei Wang

* Accepted by ICCV2019 

  Access Paper or Ask Questions

Community Exploration: From Offline Optimization to Online Learning


Nov 18, 2018
Xiaowei Chen, Weiran Huang, Wei Chen, John C. S. Lui

* full version of the nips'18 paper 

  Access Paper or Ask Questions

Modeling Local Dependence in Natural Language with Multi-channel Recurrent Neural Networks


Nov 13, 2018
Chang Xu, Weiran Huang, Hongwei Wang, Gang Wang, Tie-Yan Liu


  Access Paper or Ask Questions

Combinatorial Pure Exploration with Continuous and Separable Reward Functions and Its Applications (Extended Version)


May 04, 2018
Weiran Huang, Jungseul Ok, Liang Li, Wei Chen

* conference version accepted by IJCAI-ECAI-18 

  Access Paper or Ask Questions